Anselm Paulus

7 papers · 2020–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

ICML (3) ICLR (2) CVPR (1) ECCV (1)

Top co-authors

Georg Martius (6) Vít Musil (5) Michal Rolinek (4) Marin Vlastelica (2) Brandon Amos (2) Chuan Guo (1) Yuandong Tian (1) Volodymyr Kuleshov (1) Claudio Michaelis (1) Paul Swoboda (1)

Research topics

Machine Learning (6) Optimization & Theory (5) Computer Vision (2) Deep Learning (2) Analysis (2) Artificial Intelligence (1) Mathematics & Optimization (1) Architectures (1) Core AI (1) Learning Types (1) Optimization (1) Techniques (1)

Keywords

image retrieval (2) black-box optimization (1) robustness (1) feature extraction (1) graph matching (1) object detection (1) gradient descent (1) alternating optimization (1) differentiable programming (1) integer programming (1) keypoint matching (1) convergence rate (1) traveling salesman problem (1) jailbreaking attack (1) rank-based metric (1) constraint learning (1) gradient-based learning (1) average precision (1) adversarial prompting (1) large language model (1)

Papers

AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs ICML 2025 LPGD: A General Framework for Backpropagation through Embedded Optimization Layers ICML 2024 Backpropagation through Combinatorial Algorithms: Identity with Projection Works ICLR 2023 CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints ICML 2021 Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers ECCV 2020 Differentiation of Blackbox Combinatorial Solvers ICLR 2020 Optimizing Rank-Based Metrics With Blackbox Differentiation CVPR 2020